RMLIM: A Runtime Machine Learning based Identification Model for Approximate Computing on Data Flow Graphs

IEEE Transactions on Sustainable Computing ◽

10.1109/tsusc.2021.3074292 ◽

2021 ◽

pp. 1-1

Author(s):

Ye Wang ◽

Jian Dong ◽

Yanxin Liu ◽

Chunpei Wang ◽

Gang Qu

Keyword(s):

Machine Learning ◽

Data Flow ◽

Approximate Computing ◽

Data Flow Graphs ◽

Flow Graphs ◽

Identification Model

Download Full-text

A Machine Learning based Approximate Computing Approach on Data Flow Graphs: Work-in-Progress

2020 International Conference on Embedded Software (EMSOFT) ◽

10.1109/emsoft51651.2020.9244043 ◽

2020 ◽

Author(s):

Ye Wang ◽

Jian Dong ◽

Yanxin Liu ◽

Chunpei Wang ◽

Gang Qu

Keyword(s):

Machine Learning ◽

Data Flow ◽

Approximate Computing ◽

Work In Progress ◽

Data Flow Graphs ◽

Flow Graphs ◽

Computing Approach

Download Full-text

Energy efficient runtime approximate computing on data flow graphs

2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) ◽

10.1109/iccad.2017.8203876 ◽

2017 ◽

Author(s):

Mingze Gao ◽

Gang Qu

Keyword(s):

Energy Efficient ◽

Data Flow ◽

Approximate Computing ◽

Data Flow Graphs ◽

Download Full-text

Energy efficient runtime approximate computing on data flow graphs

2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD) ◽

10.1109/iccad.2017.8203811 ◽

2017 ◽

Author(s):

Mingze Gao ◽

Gang Qu

Keyword(s):

Energy Efficient ◽

Data Flow ◽

Approximate Computing ◽

Data Flow Graphs ◽

Download Full-text

Estimate and Recompute: A Novel Paradigm for Approximate Computing on Data Flow Graphs

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ◽

10.1109/tcad.2018.2889662 ◽

2020 ◽

Vol 39 (2) ◽

pp. 335-345 ◽

Author(s):

Mingze Gao ◽

Gang Qu

Keyword(s):

Data Flow ◽

Approximate Computing ◽

Data Flow Graphs ◽

Download Full-text

Inductive data flow graphs

Proceedings of the 40th annual ACM SIGPLAN-SIGACT symposium on Principles of programming languages - POPL '13 ◽

10.1145/2429069.2429086 ◽

2013 ◽

Author(s):

Azadeh Farzan ◽

Zachary Kincaid ◽

Andreas Podelski

Keyword(s):

Data Flow ◽

Data Flow Graphs ◽

Download Full-text

Optimizing data flow graphs to minimize hardware implementation

2009 Design, Automation & Test in Europe Conference & Exhibition ◽

10.1109/date.2009.5090643 ◽

2009 ◽

Author(s):

D. Gomez-Prado ◽

Q. Ren ◽

M. Ciesielski ◽

J. Guillot ◽

E. Boutillon

Keyword(s):

Hardware Implementation ◽

Data Flow ◽

Data Flow Graphs ◽

Download Full-text

A branch-and-bound method for optimal transformation of data flow graphs for observing hardware constraints

Proceedings of the European Design Automation Conference, 1990., EDAC. ◽

10.1109/edac.1990.136623 ◽

2002 ◽

Author(s):

W. Grass

Keyword(s):

Branch And Bound ◽

Data Flow ◽

Branch And Bound Method ◽

Data Flow Graphs ◽

Download Full-text

Inductive data flow graphs

ACM SIGPLAN Notices ◽

10.1145/2480359.2429086 ◽

2013 ◽

Vol 48 (1) ◽

pp. 129-142 ◽

Author(s):

Azadeh Farzan ◽

Zachary Kincaid ◽

Andreas Podelski

Keyword(s):

Data Flow ◽

Data Flow Graphs ◽

Download Full-text

Liveness and Boundedness of Synchronous Data Flow Graphs

2006 Formal Methods in Computer Aided Design ◽

10.1109/fmcad.2006.20 ◽

2006 ◽

Author(s):

A.H. Ghamarian ◽

M.C.W. Geilen ◽

T. Basten ◽

B.D. Theelen ◽

M.R. Mousavi ◽

...

Keyword(s):

Data Flow ◽

Data Flow Graphs ◽

Synchronous Data Flow ◽

Download Full-text

Availability analysis for synchronous data-flow graphs in mixed-criticality systems

2016 11th IEEE Symposium on Industrial Embedded Systems (SIES) ◽

10.1109/sies.2016.7509431 ◽

2016 ◽

Author(s):

Roberto Medina ◽

Etienne Borde ◽

Laurent Pautet

Keyword(s):

Data Flow ◽

Availability Analysis ◽

Data Flow Graphs ◽

Synchronous Data Flow ◽

Flow Graphs ◽

Mixed Criticality

Download Full-text